Plugins
7 pluginscurated
Optimize Qdrant Search Quality
Diagnose and improve Qdrant search relevance by isolating embedding, config, or query issues.
3 skills · plugin
@thedotmack
Claude Mem
Memory, search and workflow skills from thedotmack/claude-mem.
19 skills · plugin
curated
AI Search Optimization
Analyze and optimize content for AI Overviews, ChatGPT, and Perplexity using GEO techniques.
9 skills · plugin
curated
Migrate Embedding Model in Qdrant
Migrate embedding model in Qdrant without downtime using alias swap and hybrid search.
3 skills · plugin
@softnanolab
Softnano Plugins
Shared skills for the SoftNano lab — HPC job monitoring, code review, literature search, DOI lookup, and more
13 skills · plugin
@fradser
Code Context
Retrieve code context for any repo, library, or natural-language query via DeepWiki, Context7, Exa, git clone, and web search+fetch
2 skills · plugin
@adobe
Edge Delivery Services Content Ops
Content operations skills for AEM Edge Delivery Services: page auditing, SEO optimization, AI search (GEO), WCAG accessibility, bulk metadata, structured data, sitemap validation, and content diffing
12 skills · plugin
Results for “search”
1,376 skillsGoogle Search Console Automation
Automate Google Search Console tasks including search performance analysis, URL inspection, sitemap management, and indexing status checks via Composio's Rube MCP toolkit.
66.9k
Qdrant Vector Search
Build production RAG and semantic search systems with a high-performance vector database written in Rust, supporting hybrid search, filtering, and horizontal scaling.
10.4k · bundle
Typesense
Stand up a self-hostable, typo-tolerant search environment with Typesense — the open-source Algolia / ElasticSearch alternative (single C++ binary, <50ms instant search, no runtime deps). One routing-first skill: pick a server mode (binary download, official Docker image, or managed Typesense Cloud), install an API client (Python/JS/PHP/Ruby official; Go/Dart/C# community), design a collection schema, index documents, and run searches with typo tolerance, faceting/filtering, geo-search, sorting, grouping, synonyms, curation, scoped API keys, and federated multi-search — then wire an InstantSearch.js UI and a Raft-based HA cluster for production. Use when the user wants to build or operate an installable search backend, add site/app/product search, or migrate off Algolia/Elasticsearch. Triggers on: typesense, search engine, typo-tolerant search, algolia alternative, elasticsearch alternative, instantsearch, faceted search, geo search, vector search, self-hosted search, site search, product search.
42 · bundle
Exa Web Search Free
Search the web, code, and company information using the free Exa MCP server, with no API key required.
2 · bundle
Aisa Multi Search Engine
Multi-source search engine powered by AIsa API. Combines Tavily web search, Scholar academic search, Smart hybrid search, and Perplexity deep research — all through a single AIsa API key. Includes confidence scoring and AI synthesis. Use when: the user needs web search, research, source discovery, or content extraction.
1 · bundle
Weaviate
Search, query, inspect, create, and import data into Weaviate vector database collections using official scripts and references.
42.4k · bundle
Qdrant Search Speed Optimization
Diagnoses and resolves slow Qdrant search performance issues including high latency, low throughput, and slow filtered searches.
36.2k
Exa Search
Search the web and extract content from URLs using Exa, with support for academic and scientific sources.
30.2k · bundle
Vexor
Provides guidance and patterns for using a vector-powered CLI that enables semantic file search, designed for integration with Claude and Codex skills.
2
Hf MCP
Search models, datasets, Spaces, and papers on Hugging Face Hub, retrieve repository details and documentation, run compute jobs, and use Gradio Spaces as AI tools via MCP server tools.
42.4k
Skill Scout
Searches local, marketplace, GitHub, and web sources for existing skills before creating a new one to avoid duplication.
226k
Gif Search
Search/download GIFs from Tenor via curl + jq.
1
Gif Search
Search/download GIFs from Tenor via curl + jq.
0
Gif Search
Search/download GIFs from Tenor via curl + jq.
0
Firecrawl Search
Searches the web and optionally extracts full page content, returning results as JSON files.
2
Docs Search
Searches the aem.live documentation for information on AEM Edge Delivery Services features, then fetches and reads full page content for detailed guidance.
142 · bundle
Hf MCP
Search models, datasets, Spaces, and papers on the Hugging Face Hub, retrieve repository details and documentation, run compute jobs, and use Gradio Spaces as AI tools via the Hugging Face MCP server.
10.8k
Github Kb
Manages a local GitHub knowledge base and searches GitHub via the gh CLI, covering repos, issues, and pull requests.
10 · bundle
Exa Search
Perform semantic search, find similar content, and conduct structured research using the Exa API.
42.4k
Web Search
Search the web and fetch content from URLs, returning LLM-friendly markdown.
1.5k · bundle
Nestjs Search
Integrate Elasticsearch and implement search index Sync patterns in NestJS. Use when integrating Elasticsearch or implementing search index sync in NestJS.
542 · bundle
Web Search
Search the web using DuckDuckGo and return top results
118 · bundle
News Search
Search for recent news articles on a given topic
118 · bundle
Qmd
Search local knowledge bases, notes, docs, and meeting transcripts with hybrid retrieval combining BM25, vector search, and LLM reranking, all running on-device.
2
Perplexity Search
Performs AI-powered web searches with real-time information using Perplexity models via LiteLLM and OpenRouter, providing grounded answers with source citations.
2 · bundle
Gno
Index local folders and search documents with BM25, vector, or hybrid queries, plus AI answers with citations and a web UI.
1 · bundle
Google Search Serp
Extracts structured data from Google Search results pages, including organic listings, paid ads, related searches, People Also Ask, and AI Overview.
3.7k · bundle
Tiktok Search Videos
Extract paginated TikTok video search results for a given keyword, including author details, engagement stats, music info, and video metadata.
3.7k
Skill Scout
Searches local, marketplace, GitHub, and web sources for existing skills before creating a new one, then ranks and vets candidates to avoid duplication.
1
Exa Search
Neural search via Exa MCP for web, code, and company research. Use when the user needs web search, code examples, company intel, people lookup, or AI-powered deep research with Exa's neural search engine.
2
Exa Search
Neural search via Exa MCP for web, code, and company research. Use when the user needs web search, code examples, company intel, people lookup, or AI-powered deep research with Exa's neural search engine.
1
Exa Search
Neural search via Exa MCP for web, code, and company research. Use when the user needs web search, code examples, company intel, people lookup, or AI-powered deep research with Exa's neural search engine.
0
Hf MCP
Connects AI assistants to the Hugging Face Hub via MCP server tools to search models, datasets, Spaces, and papers, retrieve repository details and documentation, run compute jobs, and use Gradio Spaces as AI tools.
3 · bundle
File Search
Locates files by name and searches file contents using the fd and ripgrep command-line tools.
10 · bundle
Exa Search
Neural search via Exa MCP for web, code, and company research. Use when the user needs web search, code examples, company intel, people lookup, or AI-powered deep research with Exa's neural search engine.
0
Exa Search
Neural search via Exa MCP for web, code, and company research. Use when the user needs web search, code examples, company intel, people lookup, or AI-powered deep research with Exa's neural search engine.
1